Publications

Papers presented at XAI-ED workshops, newest edition first. Each edition also has its own edition page.

XAI-ED @ LAK26

27 April 2026 Bergen, Norway Edition page

  • Daniel Mora Melanchthon and Andrea Horbach. “How reliable is that explanation? Intrinsic Evaluation of XAI methods in Automated Essay Scoring models” paper
  • Rania Ait Chabane, Armelle Brun and Azim Roussanaly. “Uncertainty-Aware Knowledge Tracing: Towards the Use of Subjective Logic” paper
  • Semyon Bosonogov and Alena Suvorova. “Problem of Overtrust in XAI Tools for Educational Data: Analysis of LLM Interpretations” paper
  • Reet Kasepalu, Kairit Tammets, Tobias Ley and Mutlu Cukurova. “AI-Supported Educational Decision-Making: Aligning Teacher Expertise Development and AI Teaming Levels” paper
  • Grzegorz Meller, Cédric Kestens and Tinne De Laet. “Layered Explainability for Advisor Support: A Visual-Conversational Interface for Predictive Learning Analytics” paper
  • Md Biplob Hosen, Houbing Herbert Song, Shuling Yang and Lujie Karen Chen. “NeuroSymRead: Symbolic Governance of Neural Generation for Adaptive Dialogic Reading” paper
  • Mehar Ali, Awais Ilyas Baig, Utsaha Joshi and Ekaterina Kuzmina. “TransitionIQ: An Explainable Learning Analytics Prototype for Cross-Discipline Transfer Readiness” paper